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Modeling Games for Adaptive and Personalized Learning

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The Future of Ubiquitous Learning

Abstract

The potential of the adaptive games in the education is yet to be explored. This type of artifacts can increase the multiple benefits reported by the integration of digital games in educational processes, by adding up the advantages of delivering an experience tailored to the individual requirements of the learner. Unfortunately, the adoption of adaptive educational games in the practice is limited due to the difficulty of their implementation, which usually requires the application of techniques and skills related to several areas as pedagogy, game design, adaptive instructional systems, and artificial intelligence. Due to this difficulty, it is essential to carefully examine and evaluate the adaptation approach that best suits each educational process in order to ensure the efficacy of the personalization mechanism to implement. In this work, we present a conceptual model of adaptive educational games that supports this process of reflection and analysis required at the game design stage. The model supports the description of flexible game designs that can accommodate a wide range of adaptations and provides an abstraction layer over the technical details that allows its use by non-expert game designers like educators.

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References

  • Allinson, L., & Hammond, N. (1990). Learning support environments: Rationale and evaluation. Computers and Education, 15(1–3), 137–143.

    Article  Google Scholar 

  • Ampatzoglou, A., & Chatzigeorgiou, A. (2007). Evaluation of object-oriented design patterns in game development. Information and Software Technology, 49(5), 445–454.

    Article  Google Scholar 

  • Aroyo, L., Dolog, P., Houben, G.-J., Kravcik, M., Naeve, A., Nilsson, M., & Wild, F. (2006). Interoperability in personalized adaptive learning. Educational Technology and Society, 9(2), 4–18.

    Google Scholar 

  • Bakkes, S., Tan, C., & Pisan, Y. (2012). Personalised gaming: A motivation and overview of literature. In 8th Australasian Conference on Interactive Entertainment: Playing the System (p. 4).

    Google Scholar 

  • Bellotti, F., Berta, R., De Gloria, A., & Primavera, L. (2010). Supporting authors in the development of task-based learning in serious virtual worlds. British Journal of Educational Technology, 41(1), 86–107. doi:10.1111/j.1467-8535.2009.01039.x

    Google Scholar 

  • Carro, R. M., Breda, A. M., Castillo, G., Bajuelos, A. L., De Matematica, D., & De Aveiro, U. (2002). A methodology for developing adaptive educational-game environments. In Adaptive hypermedia and adaptive web-based systems (pp. 90–99).

    Google Scholar 

  • Corno, L., & Snow, E. (1986). Adapting teaching to individual differences among learners. In M. Wittrock (Ed.), Handbook of research on teaching. Macmillan.

    Google Scholar 

  • Dalgarno, B., & Lee, M. J. (2010). What are the learning affordances of 3-D virtual environments. British Journal of Educational Technology, 41(1), 10–32.

    Article  Google Scholar 

  • Darfur is Dying. (2014). Available at: http://www.darfurisdying.com/. Accessed November 25, 2014.

  • Díaz, P., Aedo, I., Torra, N., Miranda, P., & Martín, M. (1998). Meeting the needs of teachers and students within the CESAR training system. British Journal of Educational Technology, 29(1), 35–45.

    Article  Google Scholar 

  • Druckman, D. (1995). The educational effectiveness of interactive games. Simulation and Gaming Across Disciplines and Cultures: ISAGA at a Watershed, 178–187

    Google Scholar 

  • Göbel, S., Mehm, F., Radke, S., & Steinmetz, R. (2009). 80 days: Adaptive digital storytelling for digital educational games. In Proceedings of the 2nd International Workshop on Story-Telling and Educational Games (STEG’09).

    Google Scholar 

  • Graf, S., & Kinshuk (2006) Considering learning styles in learning management systems: Investigating in behaviour of students in an online course. In Proceedings of the First IEEE International Workshop on Semantic Media Adaptation and Personalization (SMAP 06) (pp. 25–30).

    Google Scholar 

  • Hocine, N., & Gouaich, A. (2011). A survey of agent programming and adaptive serious games. RR-11013, p. 8.

    Google Scholar 

  • IMS. (2003). [Online] IMS Learning Design Specification Available http://www.imsglobal.org/learningdesign/index.cfm. Accessed November 30, 2014.

  • Lopes, R., & Bidarra, R. (2011). Adaptivity challenges in games and simulations: a survey. IEEE Transactions on Computational Intelligence and AI in Games, 3(2), 85–99.

    Google Scholar 

  • Macedonia, M. (2002). Games soldiers play. IEEE Spectrum, 30(3), 32–37.

    Article  Google Scholar 

  • Papert, S. (1998, June). Does easy do it? Children, games, and learning. Game Developer, 5, 88.

    Google Scholar 

  • Park, O., & Lee, J. (2003). Adaptive instructional systems. Educational Technology Research and Development, 25, 651–684.

    Google Scholar 

  • Peirce, N., Conlan, O., & Wade, V. (2008). Adaptive educational games: Providing non-invasive personalised learning experiences. In Second IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning (pp. 28–35). IEEE. doi:10.1109/DIGITEL.2008.30

  • Remission. (2014). [Online] Available http://www.re-mission.net/. Accessed November 30, 2014.

  • Santos, O. C., Barrera, C., Gaudioso, E., & Boticario, J. G. (2003). ALFANET: An adaptive e-learning platform. In 2nd International Conference on Multimedia and ICTs in Education (m-ICTE2003).

    Google Scholar 

  • UN/ISDR. (2014). [Online] Stop Disasters! http://www.stopdisastersgame.org/en/playgame.html. Accessed November 30 2014.

  • Unity Technologies. (2014). Unity 3D. Available at: http://unity3d.com/ Accessed November 25, 2014.

  • Van Eck, R. (2006, March/April). Digital game-based learning: It’s not just the digital natives who are restless. EDUCAUSE Review, 41(2), 16.

    Google Scholar 

  • Virvou, M., Katsionis, G., & Manos, K. (2005). Combining software games with education: Evaluation of its educational effectiveness. Educational Technology and Society, 8(2), 54–65.

    Google Scholar 

  • Wechselberger, U. (2009). Teaching me softly: Experiences and reflections on informal educational game design. Transactions on Edutainment II, 5660, 90–104.

    Article  Google Scholar 

  • Zarraonandia, T., Diaz, P., Aedo, I., & Ruiz, M. (2014). Designing educational games through a conceptual model based on rules and scenarios. Multimedia Tools and Applications. doi:10.1007/s11042-013-1821-1

    Google Scholar 

  • Zarraonandia, T., Díaz, P., Ruíz, M. R., & Aedo, I (2012). Designing educational games by combining other game designs. In IEEE 12th International Conference on Advanced Learning Technologies (ICALT 2012) (pp. 218–222).

    Google Scholar 

  • Zarraonandia, T., Dodero, J. M., & Fernández, C. (2006). Crosscutting runtime adaptations of LD execution. Educational Technology and Society, 9(1), 123–137.

    Google Scholar 

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Acknowledgements

This work is supported by the project TIPEx funded by the Spanish Ministry of Science and Innovation (TIN2010-19859-C03-01).

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Correspondence to Telmo Zarraonandía .

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Zarraonandía, T., Díaz, P., Aedo, I. (2016). Modeling Games for Adaptive and Personalized Learning. In: Gros, B., Kinshuk, ., Maina, M. (eds) The Future of Ubiquitous Learning. Lecture Notes in Educational Technology. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47724-3_12

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  • DOI: https://doi.org/10.1007/978-3-662-47724-3_12

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